PolynomialRegressionAnalysisResult

class persalys.PolynomialRegressionAnalysisResult(*args)

Get the results of a Linear model analysis.

Notes

Structure created by the method run() of PolynomialRegressionAnalysis, and obtained thanks to the method getResult().

Attributes

thisown

The membership flag

Methods

getAnalyticalValidation()	Analytical validation result accessor.
getClassName()	Accessor to the object's name.
getElapsedTime()	Elapsed time in seconds to perform the analysis.
getFormulas()	Accessor to the regression formulas.
getId()	Accessor to the object's id.
getKFoldValidation()	K-Fold validation result accessor.
getLeaveOneOutValidation()	Leave-one-out validation result accessor.
getLinearModelResultCollection()	Sequence of linear model results accessor.
getMetaModel()	Metamodel accessor.
getMetaModelOutputSample()	Output sample accessor.
getName()	Accessor to the object's name.
getOutputSample()	Output sample accessor.
getResultForVariable(variableName)	Get the linear model result of a variable.
getShadowedId()	Accessor to the object's shadowed id.
getTestSampleValidation()	Test sample validation result accessor.
getValidations()	Validation results accessor.
getVisibility()	Accessor to the object's visibility state.
hasName()	Test if the object is named.
hasVisibleName()	Test if the object has a distinguishable name.
setName(name)	Accessor to the object's name.
setShadowedId(id)	Accessor to the object's shadowed id.
setVisibility(visible)	Accessor to the object's visibility state.

__init__(*args)

getAnalyticalValidation()

Analytical validation result accessor.

Returns

validationpersalys.MetaModelValidationResult

Analytical validation result

getClassName()

Accessor to the object’s name.

Returns

class_namestr

The object class name (object.__class__.__name__).

getElapsedTime()

Elapsed time in seconds to perform the analysis.

Returns

timedouble

Elapsed time in seconds to perform the analysis

getFormulas()

Accessor to the regression formulas.

Returns

formulaspy:class:openturns.Description

The list of formulas

getId()

Accessor to the object’s id.

Returns

idint

Internal unique identifier.

getKFoldValidation()

K-Fold validation result accessor.

Returns

validationpersalys.MetaModelValidationResult

K-Fold validation result

getLeaveOneOutValidation()

Leave-one-out validation result accessor.

Returns

validationpersalys.MetaModelValidationResult

Leave-one-out validation result

getLinearModelResultCollection()

Sequence of linear model results accessor.

Returns

resultsCollection of openturns.LinearModelResult

The linear model results of all the outputs of interest

getMetaModel()

Metamodel accessor.

Returns

metamodelMetaModel

Metamodel

getMetaModelOutputSample()

Output sample accessor.

Returns

sampleopenturns.Sample

Output sample evaluated with the metamodel

getName()

Accessor to the object’s name.

Returns

namestr

The name of the object.

getOutputSample()

Output sample accessor.

Returns

sampleopenturns.Sample

Output sample

getResultForVariable(variableName)

Get the linear model result of a variable.

Parameters

variablestr

Name of the variable

Returns

resultpy:class:openturns.LinearModelResult

The linear model result of the variable

getShadowedId()

Accessor to the object’s shadowed id.

Returns

idint

Internal unique identifier.

getTestSampleValidation()

Test sample validation result accessor.

Returns

validationpersalys.MetaModelValidationResult

Test sample validation result

getValidations()

Validation results accessor.

Returns

validationssequence of persalys.MetaModelValidationResult

All the validation results

getVisibility()

Accessor to the object’s visibility state.

Returns

visiblebool

Visibility flag.

hasName()

Test if the object is named.

Returns

hasNamebool

True if the name is not empty.

hasVisibleName()

Test if the object has a distinguishable name.

Returns

hasVisibleNamebool

True if the name is not empty and not the default one.

setName(name)

Accessor to the object’s name.

Parameters

namestr

The name of the object.

setShadowedId(id)

Accessor to the object’s shadowed id.

Parameters

idint

Internal unique identifier.

setVisibility(visible)

Accessor to the object’s visibility state.

Parameters

visiblebool

Visibility flag.

property thisown

The membership flag